{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T14:51:56Z","timestamp":1770907916616,"version":"3.50.1"},"reference-count":88,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,5]],"date-time":"2024-07-05T00:00:00Z","timestamp":1720137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,5]],"date-time":"2024-07-05T00:00:00Z","timestamp":1720137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,5]]},"DOI":"10.1109\/yef-ece62614.2024.10624902","type":"proceedings-article","created":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T17:20:16Z","timestamp":1723569616000},"page":"1-7","source":"Crossref","is-referenced-by-count":4,"title":["Data Science for Geographic Information Systems"],"prefix":"10.1109","author":[{"given":"Afonso","family":"Oliveira","sequence":"first","affiliation":[{"name":"Universidade Lus&#x00F3;fona,COPELABS,Lisbon,Portugal,1749-024"}]},{"given":"Nuno","family":"Fachada","sequence":"additional","affiliation":[{"name":"Universidade Lus&#x00F3;fona,COPELABS,Lisbon,Portugal,1749-024"}]},{"given":"Jo\u00e3o P.","family":"Matos-Carvalho","sequence":"additional","affiliation":[{"name":"Universidade Lus&#x00F3;fona,COPELABS,Lisbon,Portugal,1749-024"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511973000"},{"issue":"369","key":"ref2","first-page":"15","article-title":"Analysis of the wisconsin breast cancer dataset and machine learning for breast cancer detection","volume":"1","author":"Borges","year":"1989","journal-title":"Group"},{"key":"ref3","volume-title":"Breakthroughs in Statistics: Foundations and basic theory","author":"Kotz","year":"2012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815867"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/253260.253373"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/285070.285080"},{"key":"ref7","volume-title":"The data warehouse toolkit: practical techniques for building dimensional data warehouses","author":"Kimball","year":"1996"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v17i3.1230"},{"key":"ref9","volume-title":"Big data: A revolution that will transform how we live, work, and think","author":"Mayer-Sch\u00f6nberger","year":"2013"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2307\/1390807"},{"key":"ref11","volume-title":"Python for data analysis: Data wrangling with Pandas, NumPy, and IPython","author":"McKinney","year":"2012"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2500499"},{"key":"ref13","volume":"1","author":"Goodfellow","year":"2016","journal-title":"Deep learning"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/jbl.12082"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-49851-4_1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2844110"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1177\/2053951716679679"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-08-102295-5.10557-8"},{"key":"ref19","volume-title":"Principles of geographical information systems","author":"Burrough","year":"2015"},{"key":"ref20","article-title":"Geographical information systems, spatial data analysis and decision making in government","volume-title":"PhD thesis","author":"Tomlinson","year":"1974"},{"issue":"4","key":"ref21","first-page":"311","article-title":"Remote sensing of the environment: an earth resource perspective","volume":"27","author":"Merchant","year":"2000","journal-title":"Cartography and Geographic Information Science"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.75243"},{"key":"ref23","volume-title":"Introduction to geographic information systems","volume":"4","author":"Chang","year":"2008"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-08-044201-3.x5000-2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5121\/ijcsit.2011.3613"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.031412.00077"},{"key":"ref27","article-title":"Gis in the era of big data","author":"Goodchild","year":"2016","journal-title":"Cybergeo: European journal of geography"},{"key":"ref28","volume-title":"Geoprocessing with python","author":"Garrard","year":"2016"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1201\/9780429292507"},{"key":"ref30","volume-title":"Geographical data science and spatial data analysis: an introduction in R","author":"Comber","year":"2020"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10708-023-10985-5"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2022.104050"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/a15120440"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi8030150"},{"key":"ref35","article-title":"Analysis of spatial big data for geographical information systems","author":"Akhund","year":"2022","journal-title":"ResearchGate"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2015.01.003"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.10.012"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-015-0512-2"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3389\/fdata.2019.00044"},{"issue":"16","key":"ref40","first-page":"9","article-title":"Parallel and distributed gis for processing geo-data: An overview","volume":"106","author":"Jhummarwala","year":"2014","journal-title":"International Journal of Computer Applications"},{"key":"ref41","article-title":"Scale in distributed systems","author":"Clifford Neuman","year":"1994","journal-title":"Readings in distributed computing systems"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2003.04.001"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.09.011"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/S0198-9715(01)00010-2"},{"key":"ref45","first-page":"987","article-title":"Gis and image understanding for near-real-time earthquake damage assessment","volume":"64","author":"Gamba","year":"1998","journal-title":"Photogrammetric engineering and remote sensing"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/S0198-9715(01)00021-7"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.82052"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1201\/9781003150527"},{"key":"ref49","volume-title":"The ESRI guide to GIS analysis: geographic patterns & relationships","volume":"1","author":"Mitchell","year":"1999"},{"key":"ref50","article-title":"The esri guide to gis analysis, volume 2: Spartial measurements and statistics","volume":"2","author":"Mitchel","year":"2005","journal-title":"ESRI Guide to GIS analysis"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s42489-019-00026-y"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.14714\/CP80.1314"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.202"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi10030108"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/2915369"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700298"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5188"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.jum.2015.11.002"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3390\/urbansci5030068"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2016.0115"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.08.024"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1111\/1365-2664.12261"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1080\/17538947.2013.786146"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780199219940.001.0001"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3390\/make4020020"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1139\/er-2020-0019"},{"key":"ref67","article-title":"Multispectral indices for wildfire management","author":"Oliveira","year":"2023"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.5220\/0011073900003197"},{"key":"ref69","first-page":"25","article-title":"Machine learning methods for earthquake prediction: A survey","volume-title":"Proceedings of the Fourth Conference on Software Engineering and Information Management (SEIM-2019)","volume":"13","author":"Galkina"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.3390\/w10111536"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99713-1"},{"key":"ref72","doi-asserted-by":"crossref","DOI":"10.1186\/s12942-020-00202-8","article-title":"Geographical tracking and mapping of coronavirus disease covid-19\/severe acute respiratory syndrome coronavirus 2 (sars-cov-2) epidemic and associated events around the world: how 21st century gis technologies are supporting the global fight against outbreaks and epidemics","author":"Kamel Boulos","year":"2020"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0000958"},{"key":"ref74","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-007-0329-2","volume-title":"Geospatial analysis of environmental health","volume":"4","author":"Maantay","year":"2011"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2006.11.021"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6864-0_1"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2019.8781301"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802698919"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/YEF-ECE55092.2022.9849888"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.3390\/rs11212501"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.agrformet.2017.08.027"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(00)00364-1"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.3390\/jsan12020028"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CSNDSP49049.2020.9249551"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3390\/rs12213533"},{"key":"ref86","author":"Fernandes","year":"2022","journal-title":"Modelos de combust\u00edvel florestal para portugal - documento de refer\u00eancia, vers\u00e3o de 2021"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.3390\/rs13163227"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-10461-9_3"}],"event":{"name":"2024 8th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE)","location":"Caparica \/ Lisbon, Portugal","start":{"date-parts":[[2024,7,5]]},"end":{"date-parts":[[2024,7,5]]}},"container-title":["2024 8th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10624686\/10624818\/10624902.pdf?arnumber=10624902","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,14]],"date-time":"2024-08-14T05:05:50Z","timestamp":1723611950000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10624902\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,5]]},"references-count":88,"URL":"https:\/\/doi.org\/10.1109\/yef-ece62614.2024.10624902","relation":{},"subject":[],"published":{"date-parts":[[2024,7,5]]}}}